mirror of
https://github.com/lux-apps/papers.git
synced 2026-10-30 18:15:21 +00:00
zeekay
abf99d05fc
Restructured from flat .tex/.pdf files into per-paper subdirectories. Added Antje Worring as co-author on all papers. Synced PDFs to pdfs/ for download site.
34 lines
1.3 KiB
TeX
34 lines
1.3 KiB
TeX
\section{Future Work and Improvements}
|
|
|
|
|
|
\subsection{Planned Enhancements}
|
|
|
|
\begin{enumerate}
|
|
\item \textbf{Zero-Knowledge Proofs}: Privacy-preserving oracle updates
|
|
\item \textbf{Decentralized AI Inference}: Distributed LLM execution
|
|
\item \textbf{Quantum-Resistant Signatures}: Post-quantum cryptography for oracle attestations
|
|
\item \textbf{Layer 2 Oracle Networks}: Dedicated oracle appchains for scalability
|
|
\item \textbf{Cross-Protocol Standards}: Interoperability with other oracle networks
|
|
\end{enumerate}
|
|
|
|
\subsection{Research Directions}
|
|
|
|
\begin{itemize}
|
|
\item \textbf{Incentive Mechanism Optimization}: Game-theoretic analysis of oracle rewards
|
|
\item \textbf{Latency Reduction}: Sub-second updates for all price pairs
|
|
\item \textbf{AI Model Verification}: Cryptographic proofs of model execution
|
|
\item \textbf{Adaptive Security}: Machine learning for anomaly detection
|
|
\end{itemize}
|
|
|
|
\subsection{Ecosystem Integration}
|
|
|
|
Future integration targets:
|
|
|
|
\begin{itemize}
|
|
\item \textbf{Band Protocol}: Additional price feed redundancy
|
|
\item \textbf{API3}: First-party oracle integration
|
|
\item \textbf{UMA}: Optimistic oracle for prediction markets
|
|
\item \textbf{Tellor}: Decentralized oracle for long-tail assets
|
|
\end{itemize}
|
|
|